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Youssef Menzou

@youssefmenzou

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Data Engineer skilled in designing and automating data pipelines.

France

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What I'm looking for

I am looking for a role that fosters innovation and offers opportunities for growth in data engineering and machine learning.

I am a dedicated Data Engineer with extensive experience in designing and automating data pipelines, managing cloud-based data infrastructure, and deploying scalable workflows. My passion lies in transforming raw data into clean, reliable, and actionable datasets using modern tools and practices. I have a strong background in data wrangling, orchestration, and cloud services across AWS and Azure.

During my freelance work, I built and maintained data pipelines in cloud environments for web and analytics applications, automating data ingestion and transformation workflows using Python, Airflow, and Terraform. At Lille University Hospital, I developed a machine learning model for MRI harmonization and automated data pipelines to preprocess large datasets. My experience also includes building a real estate price prediction pipeline and exploring cloud-based solutions for scalable data processing.

Experience

Work history, roles, and key accomplishments

Data Engineer

Freelance

Jun 2024 - Dec 2024 (6 months)

Built and maintained data pipelines in cloud environments (AWS and Azure) for web and analytics applications. Automated data ingestion and transformation workflows using Python, Airflow, and Terraform. Managed data containers and orchestrated workloads with Docker and Kubernetes for scalable processing.

Python Airflow Terraform AWS Azure Docker Kubernetes Prometheus Grafana

Data Engineer

Lille University Hospital (CHU de Lille)

Sep 2023 - Apr 2024 (7 months)

Built a machine learning model for MRI harmonization using PyTorch to standardize multi-source medical imaging data. Developed automated data pipelines to preprocess and normalize large datasets of MRI scans. Used high-performance computing (HPC) and GPU resources for large-scale model training over SSH.

PyTorch Python Docker HPC GPU Data Pipelines Machine Learning

Data Engineer

Kifwat

May 2022 - Aug 2022 (3 months)

Built a real estate price prediction pipeline using machine learning and large-scale datasets. Automated data pipelines for extraction, transformation, and feature engineering using Python and Pandas. Explored and deployed cloud-based solutions for scalable data processing and storage.

Python Pandas Machine Learning Data Pipelines Cloud Based Solutions

Education

Degrees, certifications, and relevant coursework

Coursera

IBM Data Engineering Professional Certificate

Higher Institute of Electronics and Numerics - ISEN

Master’s Degree / Engineering Diploma, Computer Science

2021 - 2024

Multidisciplinary training combining theory and practical work, covering a wide range of topics in computer science. Led multiple technical projects, acquiring solid skills in software engineering and structured problem-solving.